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Fairness

Papers

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Showing 5051–5100 of 5676 papers

TitleStatusHype
DeBayes: a Bayesian Method for Debiasing Network EmbeddingsCode0
Fairness-Aware Learning with Prejudice Free Representations—0
Teaching the Old Dog New Tricks: Supervised Learning with Constraints—0
Counterfactual fairness: removing direct effects through regularization—0
Bandit Learning with Delayed Impact of Actions—0
Fair Adversarial Networks—0
Data Augmentation for Personal Knowledge Base Population—0
Robust Optimization for Fairness with Noisy Protected GroupsCode0
Learning Fairness-aware Relational Structures—0
Designing Fair AI for Managing Employees in Organizations: A Review, Critique, and Design Agenda—0
Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints—0
Investigating Potential Factors Associated with Gender Discrimination in Collaborative Recommender Systems—0
A Possibility in Algorithmic Fairness: Can Calibration and Equal Error Rates Be Reconciled?—0
Fair Prediction with Endogenous Behavior—0
How to Solve Fair k-Center in Massive Data Models—0
Individual Fairness Revisited: Transferring Techniques from Adversarial Robustness—0
Learning Individually Fair Classifier with Path-Specific Causal-Effect Constraint—0
Individual Fairness for k-ClusteringCode0
Data and Model Dependencies of Membership Inference AttackCode0
Fair Principal Component Analysis and Filter Design—0
Pipeline Interventions—0
Convex Fairness Constrained Model Using Causal Effect Estimators—0
Fast Fair Regression via Efficient Approximations of Mutual InformationCode0
Symbolic Controller Synthesis for B\"uchi Specifications on Stochastic Systems—0
Algorithms for Fair Team Formation in Online Labour Marketplaces—0
Metric-Free Individual Fairness in Online Learning—0
Trust dynamics and user attitudes on recommendation errors: preliminary results—0
Post-Comparison Mitigation of Demographic Bias in Face Recognition Using Fair Score NormalizationCode0
Fair Correlation Clustering—0
Diversity and Inclusion Metrics in Subset Selection—0
Oblivious Data for Fairness with KernelsCode0
A novel initialisation based on hospital-resident assignment for the k-modes algorithm—0
Fair Correlation ClusteringCode0
Joint Optimization of AI Fairness and Utility: A Human-Centered Approach—0
FAE: A Fairness-Aware Ensemble Framework—0
Fair Allocation Based Soft Load Shedding—0
Verifying Tree Ensembles by Reasoning about Potential InstancesCode0
Cooperative Energy Scheduling for Microgrids under Peak Demand Energy Plans—0
On Constraint Definability in Tractable Probabilistic Models—0
Bounded Incentives in Manipulating the Probabilistic Serial Rule—0
Lagrangian Duality for Constrained Deep Learning—0
On the Fairness of Randomized Trials for Recommendation with Heterogeneous Demographics and Beyond—0
Case Study: Predictive Fairness to Reduce Misdemeanor Recidivism Through Social Service InterventionsCode0
Algorithmic Fairness—0
The Incentives that Shape Behaviour—0
Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach—0
Fairness in Learning-Based Sequential Decision Algorithms: A Survey—0
Differentially Private and Fair Classification via Calibrated Functional Mechanism—0
Debate Dynamics for Human-comprehensible Fact-checking on Knowledge Graphs—0
Theory In, Theory Out: The uses of social theory in machine learning for social science—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86—Unverified
21D-CSNNPredictive Equality (age)97.8—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96—Unverified